Muhammad Fayaz completed his bachelor of Science(B.S) in computer Science from islamia college university Peshawar Pakistan, in 2018, laying the foundation for my academic journey in the field of computer science. Subsequently, I pursued my Master of Science degree at Cyprus International University in TRNC, North Cyprus, Turkey, where I delved deeper into advanced topics and expanded my expertise. Currently, I am wroking as a Ph.D. researcher at Sejong University, Seoul, South korea. My research interests lie at the intersection of cutting-edge technologies, focusing on machine learning, deep learning, computer vision, and artificial intelligence. My academic journey reflects a commitment to exploring and contributing to the forefront of these dynamic fields, with a goal to advance our understanding and applications of intelligent systems. Throughout my academic career, I have actively engaged in research, consistently seeking innovative solutions to complex challenges in the realm of artificial intelligence. As a Ph.D. candidate, I am driven to make meaningful contributions to the field and contribute to the ongoing advancements in machine learning and computer vision.